"A guide to Python dependency resolution and package management" matching MCP connectors:
GET /v1/connectors — MCP directory API referenceMatching Connector Tools:
Federated search of books and papers, BibTeX/RIS citations, open-access retrieval and reading.
Deterministic profitability and market-value analysis tools for AI agents — margins, ROA, ROE, ROCE, ROIC, EPS, P/E, P/B, dividend yield and payout ratio via Model Context Protocol. Useful for corporate finance, equity analysis, financial analysis, quantitative analysis, financial formulas and financial modeling.
Deterministic liquidity and leverage ratio tools for AI agents — current, quick and cash ratios, defensive interval, debt-to-equity, debt-to-assets, equity multiplier and interest coverage via Model Context Protocol. Useful for corporate finance, credit analysis, financial analysis, financial formulas and financial modeling.
Reference data for prediction markets: graded resolution clarity, cross-venue links, provenance.
Measured share of answer for 24 crypto and Web3 brands. An open dataset, not an audit of your site.
Deterministic operational-efficiency ratio tools for AI agents — asset, fixed-asset, inventory, receivables and payables turnover, days outstanding measures and cash conversion cycle via Model Context Protocol. Useful for corporate finance, financial analysis, working-capital analysis, financial formulas and financial modeling.
Read-only discovery for 389 Malaysian public datasets with freshness, licence, and provenance.
Read-only MVR preflight for trust, permission, evidence gaps, and African market-entry readiness.
Live power, energy, grid, gas, fiber & data-center site-selection infrastructure — query and cite.
Money, FX, capital-market and metadata-only China macro evidence with source clocks and limits.
B2B competitive intelligence, live sales battlecards, ICP prospect fit scoring, and tech stack teardowns over MCP and REST with source-grounded web evidence and citations.
Helena Bioinformatics MCP for clinical variant interpretation, ACMG/AMP evidence and literature.
Deterministic calendars, seasons, moon phases, retrogrades, and symbolic systems as stable JSON for AI agents via MCP. Gregorian dates 1900–2100; same date → same bytes.
YouTube transcript summarizer, AI-ranked video search, multi-video research reports, and channel growth audits via MCP. Four paid tools ($0.02/$0.05/$0.15/$0.25 USDC on Base via x402) plus free health_check and video_preview taster.
Structured habitat data and advisory tools for aquariums, marine tanks, terrariums and paludariums.
Computed SEC, Federal Register, federal funding and research-momentum signals
Company intelligence via UK Companies House and risk screening across 386 risk data sources.
CLSTR reads 100,000+ articles a day from 40,000+ sources in 170+ countries and deduplicates them into single events, then links related events into ongoing situations with a maintained summary and a full timeline. An agent can answer what has happened over the last six weeks, not just what a single headline says right now.
Check how much real depth Armasourcing's vetted Filipino virtual assistant pool has for a specific role, skills and timezone, and understand how hiring and engagement work. Returns aggregate pool statistics only, no candidate names, no profiles, and no pricing, and ends in a free discovery call booking.
Agent-facing lodging decision tool. Non-sensitive categories only. Alpha, unauthenticated.
